White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), All pseudo-absence/background points, Full extent, all covariates (u and v become vel_mag) and seals, evaluated using accuracy
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9371981 | 0.9553804 | 0.9959734 | 0.9586772 |
| bt | 0.7673108 | 0.5924399 | 0.7644354 | 0.4083118 |
| maxnet | 0.6690821 | 0.9848805 | 0.7832959 | 0.4304745 |
| gam | 0.7914654 | NA | NA | NA |
| glm | 0.7471820 | NA | NA | NA |
Variable Importance
